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文章基本信息

  • 标题:FEATURE SELECTION ALGORITHM BASED ON CONDITIONAL DYNAMIC MUTUAL INFORMATION
  • 本地全文:下载
  • 作者:Wang Liping
  • 期刊名称:International Journal on Smart Sensing and Intelligent Systems
  • 印刷版ISSN:1178-5608
  • 出版年度:2015
  • 卷号:8
  • 期号:1
  • 页码:316-337
  • 出版社:Massey University
  • 摘要:Aim at existing selection algorithm mutual information inaccurate valuation problem, acondition dynamic concept of mutual information. On this basis, the conditions proposed based ondynamic mutual information (CDMI) feature selection algorithm to overcome the traditional mutualinformation selection process dynamic correlation problem; conditions of dynamic mutual informationthroughout the selection process is dynamic valuation, those the samples can be identified after eachselection features removed so that they no longer participate in conditional mutual informationcalculation process, accurate measurement sample. Accurate measurement sample on the degree ofimportance characteristics and at the same time ensure that the characteristics of information content.The experimental results verify the correctness and effectiveness of the algorithm.
  • 关键词:Dalgaard-Strulik model; energy; economic growth; time delay; limit cycle.
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